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Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment

OBJECTIVES: This study aimed to describe the process of utilizing a mobile application for ecological momentary assessment (EMA) to collect data on stress and mood in daily life setting. METHODS: A mobile application for the Android operating system was developed and installed with a set of question...

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Autores principales: Yang, Yong Sook, Ryu, Gi Wook, Han, Insu, Oh, Seojin, Choi, Mona
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society of Medical Informatics 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6230530/
https://www.ncbi.nlm.nih.gov/pubmed/30443427
http://dx.doi.org/10.4258/hir.2018.24.4.381
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author Yang, Yong Sook
Ryu, Gi Wook
Han, Insu
Oh, Seojin
Choi, Mona
author_facet Yang, Yong Sook
Ryu, Gi Wook
Han, Insu
Oh, Seojin
Choi, Mona
author_sort Yang, Yong Sook
collection PubMed
description OBJECTIVES: This study aimed to describe the process of utilizing a mobile application for ecological momentary assessment (EMA) to collect data on stress and mood in daily life setting. METHODS: A mobile application for the Android operating system was developed and installed with a set of questions regarding momentary mood and stress into a smartphone of a participant. The application sets alarms at semi-random intervals in 60-minute blocks, four times a day for 7 days. After obtaining all momentary affect and stress, the questions to assess the usability of the mobile EMA application were also administered. RESULTS: The data were collected from 97 police officers working in Gyeonggi Province of South Korea. The mean completion rate was 60.0% ranging from 3.5% to 100%. The means of positive and negative affect were 18.34 of 28 and 19.09 of 63. The mean stress was 17.92 of 40. Participants responded that the mobile application correctly measured their affect (4.34 ± 0.83) and stress (4.48 ± 0.62) of 5-point Likert scale. CONCLUSIONS: Our study investigated the process of utilizing a mobile application to assess momentary affect and stress at repeated times. We found challenges regarding adherence to the research protocol, such as completion and delay of answering after alarm notification. Despite this inherent issue of adherence to the research protocol, the EMA still has advantages of reducing recall bias and assessing the actual moment of interest at multiple time points that improves ecological validity.
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spelling pubmed-62305302018-11-15 Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment Yang, Yong Sook Ryu, Gi Wook Han, Insu Oh, Seojin Choi, Mona Healthc Inform Res Case Report OBJECTIVES: This study aimed to describe the process of utilizing a mobile application for ecological momentary assessment (EMA) to collect data on stress and mood in daily life setting. METHODS: A mobile application for the Android operating system was developed and installed with a set of questions regarding momentary mood and stress into a smartphone of a participant. The application sets alarms at semi-random intervals in 60-minute blocks, four times a day for 7 days. After obtaining all momentary affect and stress, the questions to assess the usability of the mobile EMA application were also administered. RESULTS: The data were collected from 97 police officers working in Gyeonggi Province of South Korea. The mean completion rate was 60.0% ranging from 3.5% to 100%. The means of positive and negative affect were 18.34 of 28 and 19.09 of 63. The mean stress was 17.92 of 40. Participants responded that the mobile application correctly measured their affect (4.34 ± 0.83) and stress (4.48 ± 0.62) of 5-point Likert scale. CONCLUSIONS: Our study investigated the process of utilizing a mobile application to assess momentary affect and stress at repeated times. We found challenges regarding adherence to the research protocol, such as completion and delay of answering after alarm notification. Despite this inherent issue of adherence to the research protocol, the EMA still has advantages of reducing recall bias and assessing the actual moment of interest at multiple time points that improves ecological validity. Korean Society of Medical Informatics 2018-10 2018-10-31 /pmc/articles/PMC6230530/ /pubmed/30443427 http://dx.doi.org/10.4258/hir.2018.24.4.381 Text en © 2018 The Korean Society of Medical Informatics http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Case Report
Yang, Yong Sook
Ryu, Gi Wook
Han, Insu
Oh, Seojin
Choi, Mona
Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment
title Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment
title_full Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment
title_fullStr Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment
title_full_unstemmed Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment
title_short Ecological Momentary Assessment Using Smartphone-Based Mobile Application for Affect and Stress Assessment
title_sort ecological momentary assessment using smartphone-based mobile application for affect and stress assessment
topic Case Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6230530/
https://www.ncbi.nlm.nih.gov/pubmed/30443427
http://dx.doi.org/10.4258/hir.2018.24.4.381
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